| 2026 | AAAI | SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning. | Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu |
| 2026 | AAAI | Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents. | Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang |
| 2026 | AAAI | TiCAL: Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition. | Wen Yin, Siyu Zhan, Cencen Liu, Xin Hu, Guiduo Duan, Xiurui Xie, Yuan-Fang Li, Tao He |
| 2026 | ACL | OASIS: Mitigating Harmful Fine-tuning Attacks on LLMs via Orthogonal and Adaptive Safety Alignment Strategy. | Jiayu Tang, Guowei Peng, Qiuhao Xie, Yuning Yang, Xiurui Xie, Guisong Liu |
| 2025 | AAAI | Adaptive Dataset Quantization. | Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin |
| 2025 | AAAI | Flexible Sharpness-Aware Personalized Federated Learning. | Xinda Xing, Qiugang Zhan, Xiurui Xie, Yuning Yang, Qiang Wang, Guisong Liu |
| 2014 | ICONIP | Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks. | Xiurui Xie, Hong Qu, Guisong Liu, Lingshuang Liu |